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Title: A proficient autonomous Bangla semantic parser for natural language processing
Authors: M. F. Mridha, MollaRashied Hussein, Md. MusfiqurRahaman, Jugal Krishna Das
Journal: ARPN Journal of Engineering and Applied Sciences
Publisher: Khyber Medical College, Peshawar
Country: Pakistan
Year: 2015
Volume: 10
Issue: 15
Language: English
Keywords: Natural Language ProcessingBangla semantic parserBangla WordNet
In this paper, we present an autonomous semantic parser for analyzing Bangla Language semantics applying Bangla WordNet. A rule based semantic parser engrosses in mapping of Natural Language (NL) Sentence into a complete formal meaning representation language. Semantic parsing augments the stratum of comprehension of natural language processing than the syntactic parsing, which is primarily indulges in untangling the syntactic ambiguities of the words. The rule based approach is used here to develop semantic parser rule as the approach uses the rules and a lexicon for ambiguity resolution of the words. The proposed parser distinguishes grammatical meaning of the words. Tests are carried out in a prearranged schedule on more than 2000 Sentences and Accuracy at different levels is measured.
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